Pixelocracy
Category: AI operations & governance

Keep AI working. Stay in control.

As AI spreads across a business, so do the tools, costs, suppliers, and responsibilities that come with it. We bring them into view, then turn that visibility into better decisions, accountable spending, and practical improvements.

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Indicative starters
AI Stack Review · AI Governance Setup · AI Ops Center
Who we work with
We partner with ambitious organizations that view technology as a strategic business capability.
Related pillars
Capability Building & OperationsData, AI & Automation
3 indicative services in this category
01

AI Stack Review

Know what's worth keeping.

Make sense of the AI tools, subscriptions, models, and infrastructure your business is paying for. We review costs, adoption, overlapping capabilities, and vendor dependence so you can make informed decisions about what deserves its place.

You get
A clear picture of your AI spending and practical recommendations for your next budget, buying, or renewal decision.
Format
A standalone review of an agreed portfolio.
Review your AI stack
What's included
  • An inventory of the agreed AI stack, its costs, usage, and ownership.
  • A review of overlapping tools, underused subscriptions, supplier performance, and switching options.
  • A prioritised plan for what to keep, consolidate, renegotiate, or replace.
02

AI Governance Setup

Know where you stand. Take control.

Understand how AI is being used across your organisation, who is responsible, and where controls need attention. We work with your IT, security, and legal stakeholders to review the agreed use cases and turn identified gaps into practical next steps.

You get
A clear view of governance gaps and a practical plan to address them.
Format
A standalone review of agreed AI uses and controls.
Check your AI governance
What's included
  • An inventory of AI use cases, owners, data flows, and access arrangements within the agreed scope.
  • A review of policies, human oversight, and evidence of controls against agreed governance and compliance requirements.
  • A prioritised action plan with recommended owners and supporting documentation.
03

AI Ops Center

Keep AI working. Keep improving.

An ongoing operating partnership for the AI applications, agents, and tools your business relies on. We monitor the agreed portfolio, manage maintenance and support, and help your teams act on changes in performance, costs, risks, and suppliers.

Whether we built the solution or another team did, we start by assessing the portfolio and agreeing what we will support.

You get
Operational visibility, clear accountability, and an ongoing cycle of review, decisions, and improvement.
Format
An ongoing service with an agreed portfolio, support coverage, and review cadence.
Put your AI in expert hands
What's included
  • Monitoring, maintenance, release support, and incident handling within agreed service coverage.
  • Recurring reviews of costs, usage, governance controls, and supplier performance.
  • An improvement backlog with clear priorities, named owners, and agreed actions.
Four areas of ongoing support
  1. 01

    Reliability & Performance

    Track application health, task success, and integration failures; coordinate fixes and improvements.

  2. 02

    Cost & Value Management

    Investigate spending changes, identify waste, and track costs against usage and agreed measures of value.

  3. 03

    Governance & Compliance Oversight

    Maintain agreed inventories and control checks, document findings, and follow up on actions with IT, security, and legal stakeholders.

  4. 04

    SaaS & Vendor Review

    Track adoption, supplier performance, and upcoming renewals to support buying and consolidation decisions.

Ready to see the full picture?

Tell us what your business relies on today. We'll tell you honestly whether and how we can help.

Book a discovery call